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This book provides a contemporary treatment of quantitative economics, with a focus on data science. The book introduces the reader to R and RStudio, and uses expert Hadley Wickham’s tidyverse package for different parts of the data analysis workflow. After a gentle introduction to R code, the...
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The aim of this volume is to provide an introduction and selective overview of the rapidly emerging field of computational economics. Computational economics provides an important set of tools that an increasing number of economists will need to acquire in order to understand and do...
Persistent link: https://www.econbiz.de/10011293265
mathematical development of economic theory.For more information on the Handbooks in Economics series, please see our home page on …v. 1. Mathematical Methods in Economics -- v. 2. Mathematical approaches to microeconomic theory -- Mathematical …
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unavoidable wedge between econometrics and economic theory. No easy solution exists to this inherently deep problem in econometric … approximating specifications in econometrics, as well as to aggregation over economic agents and goods in economic theory. In … an unavoidable wedge between econometrics and economic theory. No easy solution exists to this inherently deep problem in …
Persistent link: https://www.econbiz.de/10009657115
Research on forecasting methods has made important progress over recent years and these developments are brought together in the Handbook of Economic Forecasting. The handbook covers developments in how forecasts are constructed based on multivariate time-series models, dynamic factor models,...
Persistent link: https://www.econbiz.de/10012254692
As conceived by the founders of the Econometric Society, econometrics is a field that uses economic theory and … not shared by those who view econometrics as a branch of statistics rather than as a distinct field of knowledge that …
Persistent link: https://www.econbiz.de/10012254740
The explosive growth in computational power over the past several decades offers new tools and opportunities for economists. This handbook volume surveys recent research on Agent-based Computational Economics (ACE), the computational study of economic processes modeled as dynamic systems of...
Persistent link: https://www.econbiz.de/10012254750
elaborates on Mathematical Approaches to Microeconomic Theory, including consumer, producer, oligopoly, and duality theory, as …
Persistent link: https://www.econbiz.de/10012254760
Handbook of Computational Economics summarizes recent advances in economic thought, revealing some of the potential offered by modern computational methods. With computational power increasing in hardware and algorithms, many economists are closing the gap between economic practice and the...
Persistent link: https://www.econbiz.de/10012254784